Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 2178088 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 116.3 MiB |
| Average record size in memory | 56.0 B |
Variable types
| NUM | 8 |
|---|---|
| CAT | 1 |
Valeur fonciere is highly skewed (γ1 = 102.6400225) | Skewed |
Surface reelle bati is highly skewed (γ1 = 209.2974261) | Skewed |
Surface terrain is highly skewed (γ1 = 35.74357122) | Skewed |
df_index has unique values | Unique |
Surface reelle bati has 1271835 (58.4%) zeros | Zeros |
Nombre pieces principales has 1359371 (62.4%) zeros | Zeros |
Surface terrain has 589383 (27.1%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-22 01:52:28.073573 |
|---|---|
| Analysis finished | 2020-10-22 01:57:56.755825 |
| Duration | 5 minutes and 28.68 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 2178088 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1192718.357 |
|---|---|
| Minimum | 0 |
| Maximum | 2407040 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 16.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 120277.35 |
| Q1 | 599915.75 |
| median | 1200638.5 |
| Q3 | 1780231.25 |
| 95-th percentile | 2268533.65 |
| Maximum | 2407040 |
| Range | 2407040 |
| Interquartile range (IQR) | 1180315.5 |
Descriptive statistics
| Standard deviation | 688239.2687 |
|---|---|
| Coefficient of variation (CV) | 0.5770341879 |
| Kurtosis | -1.179442915 |
| Mean | 1192718.357 |
| Median Absolute Deviation (MAD) | 587222.5 |
| Skewness | -0.009760212173 |
| Sum | 2.597845541e+12 |
| Variance | 4.73673291e+11 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 2150067 | 1 | < 0.1% | |
| 2129573 | 1 | < 0.1% | |
| 2123430 | 1 | < 0.1% | |
| 2125479 | 1 | < 0.1% | |
| 2102952 | 1 | < 0.1% | |
| 2105001 | 1 | < 0.1% | |
| 2098858 | 1 | < 0.1% | |
| 2100907 | 1 | < 0.1% | |
| 2111148 | 1 | < 0.1% | |
| Other values (2178078) | 2178078 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2407040 | 1 | < 0.1% | |
| 2407039 | 1 | < 0.1% | |
| 2407038 | 1 | < 0.1% | |
| 2407037 | 1 | < 0.1% | |
| 2407036 | 1 | < 0.1% |
Nature mutation
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 MiB |
| Vente | |
|---|---|
| Vente en l'état futur d'achèvement | 26753 |
| Echange | 23993 |
| Vente terrain à bâtir | 7493 |
| Adjudication | 4315 |
| Value | Count | Frequency (%) | |
| Vente | 2115098 | 97.1% | |
| Vente en l'état futur d'achèvement | 26753 | 1.2% | |
| Echange | 23993 | 1.1% | |
| Vente terrain à bâtir | 7493 | 0.3% | |
| Adjudication | 4315 | 0.2% | |
| Expropriation | 436 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 34 |
|---|---|
| Median length | 5 |
| Mean length | 5.448744036 |
| Min length | 5 |
Code type local
Real number (ℝ≥0)
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.274960424 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.655801634 |
|---|---|
| Coefficient of variation (CV) | 0.505594395 |
| Kurtosis | -1.61044209 |
| Mean | 3.274960424 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1947858314 |
| Sum | 7133152 |
| Variance | 2.741679052 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 5 | 921226 | 42.3% | |
| 1 | 513516 | 23.6% | |
| 3 | 346028 | 15.9% | |
| 2 | 306925 | 14.1% | |
| 4 | 90393 | 4.2% |
| Value | Count | Frequency (%) | |
| 1 | 513516 | 23.6% | |
| 2 | 306925 | 14.1% | |
| 3 | 346028 | 15.9% | |
| 4 | 90393 | 4.2% | |
| 5 | 921226 | 42.3% |
| Value | Count | Frequency (%) | |
| 5 | 921226 | 42.3% | |
| 4 | 90393 | 4.2% | |
| 3 | 346028 | 15.9% | |
| 2 | 306925 | 14.1% | |
| 1 | 513516 | 23.6% |
| Distinct | 89486 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 569607.0484 |
|---|---|
| Minimum | 0.01 |
| Maximum | 2086000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 2500 |
| Q1 | 55000 |
| median | 139766 |
| Q3 | 250500 |
| 95-th percentile | 850000 |
| Maximum | 2086000000 |
| Range | 2086000000 |
| Interquartile range (IQR) | 195500 |
Descriptive statistics
| Standard deviation | 6047919.211 |
|---|---|
| Coefficient of variation (CV) | 10.61770431 |
| Kurtosis | 25137.02172 |
| Mean | 569607.0484 |
| Median Absolute Deviation (MAD) | 94384 |
| Skewness | 102.6400225 |
| Sum | 1.240654277e+12 |
| Variance | 3.657732678e+13 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 150000 | 19549 | 0.9% | |
| 100000 | 19519 | 0.9% | |
| 120000 | 18305 | 0.8% | |
| 80000 | 16383 | 0.8% | |
| 130000 | 16269 | 0.7% | |
| 110000 | 16085 | 0.7% | |
| 1 | 15912 | 0.7% | |
| 140000 | 15863 | 0.7% | |
| 200000 | 15429 | 0.7% | |
| 50000 | 15043 | 0.7% | |
| Other values (89476) | 2009731 | 92.3% |
| Value | Count | Frequency (%) | |
| 0.01 | 2 | < 0.1% | |
| 0.15 | 117 | < 0.1% | |
| 0.16 | 6 | < 0.1% | |
| 0.18 | 2 | < 0.1% | |
| 0.19 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2086000000 | 2 | < 0.1% | |
| 1750000000 | 3 | < 0.1% | |
| 690186750 | 24 | < 0.1% | |
| 612990460 | 6 | < 0.1% | |
| 400000000 | 1 | < 0.1% |
Latitude
Real number (ℝ≥0)
| Distinct | 27878 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.9070795 |
|---|---|
| Minimum | 41.43549874 |
| Maximum | 51.07304369 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.6 MiB |
Quantile statistics
| Minimum | 41.43549874 |
|---|---|
| 5-th percentile | 43.40267912 |
| Q1 | 45.00720159 |
| median | 47.26511299 |
| Q3 | 48.70588802 |
| 95-th percentile | 50.37764601 |
| Maximum | 51.07304369 |
| Range | 9.637544944 |
| Interquartile range (IQR) | 3.698686423 |
Descriptive statistics
| Standard deviation | 2.159481633 |
|---|---|
| Coefficient of variation (CV) | 0.04603743519 |
| Kurtosis | -1.050324024 |
| Mean | 46.9070795 |
| Median Absolute Deviation (MAD) | 1.618849978 |
| Skewness | -0.1970060188 |
| Sum | 102167747 |
| Variance | 4.663360921 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 43.59638143 | 65496 | 3.0% | |
| 44.85724454 | 47690 | 2.2% | |
| 47.23163568 | 39636 | 1.8% | |
| 50.63171832 | 38695 | 1.8% | |
| 49.4984525 | 14298 | 0.7% | |
| 43.84493839 | 12578 | 0.6% | |
| 45.43012355 | 12540 | 0.6% | |
| 47.39863823 | 11844 | 0.5% | |
| 45.85425496 | 11052 | 0.5% | |
| 47.98852567 | 10030 | 0.5% | |
| Other values (27868) | 1914229 | 87.9% |
| Value | Count | Frequency (%) | |
| 41.43549874 | 57 | < 0.1% | |
| 41.50462583 | 20 | < 0.1% | |
| 41.51630438 | 38 | < 0.1% | |
| 41.52493194 | 6 | < 0.1% | |
| 41.55596037 | 34 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.07304369 | 130 | < 0.1% | |
| 51.06377209 | 9 | < 0.1% | |
| 51.04860145 | 58 | < 0.1% | |
| 51.04797536 | 48 | < 0.1% | |
| 51.03072291 | 5265 | 0.2% |
Longitude
Real number (ℝ)
| Distinct | 27878 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.605260636 |
|---|---|
| Minimum | -5.085345335 |
| Maximum | 9.510244977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.6 MiB |
Quantile statistics
| Minimum | -5.085345335 |
|---|---|
| 5-th percentile | -2.173420587 |
| Q1 | -0.4310759606 |
| median | 1.754946717 |
| Q3 | 3.100935838 |
| 95-th percentile | 5.932396342 |
| Maximum | 9.510244977 |
| Range | 14.59559031 |
| Interquartile range (IQR) | 3.532011799 |
Descriptive statistics
| Standard deviation | 2.461188802 |
|---|---|
| Coefficient of variation (CV) | 1.533201991 |
| Kurtosis | -0.4921641444 |
| Mean | 1.605260636 |
| Median Absolute Deviation (MAD) | 1.733703777 |
| Skewness | 0.03690341499 |
| Sum | 3496398.928 |
| Variance | 6.05745032 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.431672934 | 65496 | 3.0% | |
| -0.5736967812 | 47690 | 2.2% | |
| -1.548310086 | 39636 | 1.8% | |
| 3.047832723 | 38695 | 1.8% | |
| 0.1401537192 | 14298 | 0.7% | |
| 4.34806797 | 12578 | 0.6% | |
| 4.379139971 | 12540 | 0.6% | |
| 0.6965263764 | 11844 | 0.5% | |
| 1.248757902 | 11052 | 0.5% | |
| 0.2000304935 | 10030 | 0.5% | |
| Other values (27868) | 1914229 | 87.9% |
| Value | Count | Frequency (%) | |
| -5.085345335 | 49 | < 0.1% | |
| -4.764636374 | 111 | < 0.1% | |
| -4.762342041 | 97 | < 0.1% | |
| -4.75352483 | 90 | < 0.1% | |
| -4.733550773 | 69 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.510244977 | 8 | < 0.1% | |
| 9.473276793 | 1 | < 0.1% | |
| 9.456903144 | 11 | < 0.1% | |
| 9.442249582 | 1 | < 0.1% | |
| 9.427379333 | 2 | < 0.1% |
| Distinct | 3679 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.82587389 |
|---|---|
| Minimum | 0 |
| Maximum | 240000 |
| Zeros | 1271835 |
| Zeros (%) | 58.4% |
| Memory size | 8.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 67 |
| 95-th percentile | 144 |
| Maximum | 240000 |
| Range | 240000 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 619.9422564 |
|---|---|
| Coefficient of variation (CV) | 12.44217528 |
| Kurtosis | 62231.97131 |
| Mean | 49.82587389 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 209.2974261 |
| Sum | 108525138 |
| Variance | 384328.4013 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1271835 | 58.4% | |
| 80 | 18122 | 0.8% | |
| 90 | 16883 | 0.8% | |
| 60 | 15972 | 0.7% | |
| 70 | 15193 | 0.7% | |
| 100 | 14716 | 0.7% | |
| 50 | 12847 | 0.6% | |
| 40 | 11782 | 0.5% | |
| 65 | 11138 | 0.5% | |
| 120 | 10926 | 0.5% | |
| Other values (3669) | 778674 | 35.8% |
| Value | Count | Frequency (%) | |
| 0 | 1271835 | 58.4% | |
| 1 | 307 | < 0.1% | |
| 2 | 289 | < 0.1% | |
| 3 | 214 | < 0.1% | |
| 4 | 170 | < 0.1% |
| Value | Count | Frequency (%) | |
| 240000 | 2 | < 0.1% | |
| 215000 | 2 | < 0.1% | |
| 212120 | 2 | < 0.1% | |
| 152856 | 6 | < 0.1% | |
| 142536 | 1 | < 0.1% |
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.336657197 |
|---|---|
| Minimum | 0 |
| Maximum | 67 |
| Zeros | 1359371 |
| Zeros (%) | 62.4% |
| Memory size | 8.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.00033039 |
|---|---|
| Coefficient of variation (CV) | 1.496517129 |
| Kurtosis | 3.001539706 |
| Mean | 1.336657197 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.398016025 |
| Sum | 2911357 |
| Variance | 4.001321671 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) | |
| 0 | 1359371 | 62.4% | |
| 4 | 196423 | 9.0% | |
| 3 | 179060 | 8.2% | |
| 2 | 137542 | 6.3% | |
| 5 | 129808 | 6.0% | |
| 1 | 89588 | 4.1% | |
| 6 | 53483 | 2.5% | |
| 7 | 20003 | 0.9% | |
| 8 | 7555 | 0.3% | |
| 9 | 2800 | 0.1% | |
| Other values (30) | 2455 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1359371 | 62.4% | |
| 1 | 89588 | 4.1% | |
| 2 | 137542 | 6.3% | |
| 3 | 179060 | 8.2% | |
| 4 | 196423 | 9.0% |
| Value | Count | Frequency (%) | |
| 67 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 53 | 2 | < 0.1% | |
| 50 | 1 | < 0.1% |
| Distinct | 39745 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1965.308289 |
|---|---|
| Minimum | 0 |
| Maximum | 1662560 |
| Zeros | 589383 |
| Zeros (%) | 27.1% |
| Memory size | 8.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 292 |
| Q3 | 1000 |
| 95-th percentile | 8510 |
| Maximum | 1662560 |
| Range | 1662560 |
| Interquartile range (IQR) | 1000 |
Descriptive statistics
| Standard deviation | 8947.693457 |
|---|---|
| Coefficient of variation (CV) | 4.552819275 |
| Kurtosis | 3473.886753 |
| Mean | 1965.308289 |
| Median Absolute Deviation (MAD) | 292 |
| Skewness | 35.74357122 |
| Sum | -14352896 |
| Variance | 80061218.21 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 589383 | 27.1% | |
| 500 | 31734 | 1.5% | |
| 1000 | 14221 | 0.7% | |
| 600 | 4608 | 0.2% | |
| 800 | 4536 | 0.2% | |
| 13 | 4349 | 0.2% | |
| 12 | 4343 | 0.2% | |
| 400 | 3944 | 0.2% | |
| 200 | 3816 | 0.2% | |
| 100 | 3725 | 0.2% | |
| Other values (39735) | 1513429 | 69.5% |
| Value | Count | Frequency (%) | |
| 0 | 589383 | 27.1% | |
| 1 | 3561 | 0.2% | |
| 2 | 2871 | 0.1% | |
| 3 | 2499 | 0.1% | |
| 4 | 2652 | 0.1% |
| Value | Count | Frequency (%) | |
| 1662560 | 1 | < 0.1% | |
| 1420388 | 1 | < 0.1% | |
| 1411524 | 4 | < 0.1% | |
| 1250223 | 1 | < 0.1% | |
| 1187767 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Nature mutation | Code type local | Valeur fonciere | Latitude | Longitude | Surface reelle bati | Nombre pieces principales | Surface terrain | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Vente | 1 | 293000.0 | 48.327199 | 4.016432 | 113 | 5 | 898 |
| 1 | 1 | Vente | 1 | 208050.0 | 48.327199 | 4.016432 | 98 | 4 | 613 |
| 2 | 2 | Vente | 1 | 176000.0 | 48.327199 | 4.016432 | 79 | 3 | 610 |
| 3 | 3 | Vente | 5 | 176000.0 | 48.327199 | 4.016432 | 0 | 0 | 224 |
| 4 | 4 | Vente | 5 | 176000.0 | 48.327199 | 4.016432 | 0 | 0 | 1348 |
| 5 | 5 | Vente | 1 | 213400.0 | 48.327199 | 4.016432 | 100 | 4 | 1118 |
| 6 | 6 | Vente | 1 | 213400.0 | 48.327199 | 4.016432 | 100 | 4 | 500 |
| 7 | 7 | Vente | 1 | 226500.0 | 48.327199 | 4.016432 | 109 | 5 | 786 |
| 8 | 8 | Vente | 4 | 1.0 | 48.327199 | 4.016432 | 1121 | 0 | 5854 |
| 9 | 9 | Vente | 5 | 267000.0 | 48.327199 | 4.016432 | 0 | 0 | 160 |
Last rows
| df_index | Nature mutation | Code type local | Valeur fonciere | Latitude | Longitude | Surface reelle bati | Nombre pieces principales | Surface terrain | |
|---|---|---|---|---|---|---|---|---|---|
| 2178078 | 2407031 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 104 | 0 | 354 |
| 2178079 | 2407032 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 253 | 0 | 354 |
| 2178080 | 2407033 | Vente | 2 | 27200000.0 | 48.867903 | 2.344107 | 20 | 2 | 354 |
| 2178081 | 2407034 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 238 | 0 | 354 |
| 2178082 | 2407035 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 22 | 0 | 354 |
| 2178083 | 2407036 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 46 | 0 | 354 |
| 2178084 | 2407037 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 102 | 0 | 354 |
| 2178085 | 2407038 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 44 | 0 | 354 |
| 2178086 | 2407039 | Vente | 4 | 27200000.0 | 48.867903 | 2.344107 | 228 | 0 | 354 |
| 2178087 | 2407040 | Vente | 2 | 680000.0 | 48.867903 | 2.344107 | 72 | 3 | 0 |